Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: GLRX3

Gene summary for GLRX3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GLRX3

Gene ID

10539

Gene nameglutaredoxin 3
Gene AliasGLRX4
Cytomap10q26.3
Gene Typeprotein-coding
GO ID

GO:0002026

UniProtAcc

A0A140VJK1


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
10539GLRX3LZE2THumanEsophagusESCC2.04e-026.42e-010.082
10539GLRX3LZE4THumanEsophagusESCC3.07e-177.11e-010.0811
10539GLRX3LZE7THumanEsophagusESCC3.72e-102.83e-010.0667
10539GLRX3LZE8THumanEsophagusESCC2.89e-114.52e-010.067
10539GLRX3LZE20THumanEsophagusESCC4.51e-051.05e-010.0662
10539GLRX3LZE22D1HumanEsophagusHGIN2.26e-03-1.22e-010.0595
10539GLRX3LZE24THumanEsophagusESCC8.66e-321.17e+000.0596
10539GLRX3LZE21THumanEsophagusESCC2.21e-055.77e-010.0655
10539GLRX3LZE6THumanEsophagusESCC2.53e-086.50e-010.0845
10539GLRX3P1T-EHumanEsophagusESCC6.04e-043.74e-010.0875
10539GLRX3P2T-EHumanEsophagusESCC1.88e-297.87e-010.1177
10539GLRX3P4T-EHumanEsophagusESCC7.33e-661.75e+000.1323
10539GLRX3P5T-EHumanEsophagusESCC4.09e-662.10e+000.1327
10539GLRX3P8T-EHumanEsophagusESCC3.81e-317.55e-010.0889
10539GLRX3P9T-EHumanEsophagusESCC1.22e-204.86e-010.1131
10539GLRX3P10T-EHumanEsophagusESCC8.08e-154.12e-010.116
10539GLRX3P11T-EHumanEsophagusESCC2.52e-211.03e+000.1426
10539GLRX3P12T-EHumanEsophagusESCC2.50e-661.66e+000.1122
10539GLRX3P15T-EHumanEsophagusESCC3.98e-421.19e+000.1149
10539GLRX3P16T-EHumanEsophagusESCC5.09e-235.61e-010.1153
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.BPH: Benign Prostatic Hyperplasia
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:005160417EsophagusHGINprotein maturation68/2587294/187239.77e-062.86e-0468
GO:00974282EsophagusHGINprotein maturation by iron-sulfur cluster transfer8/258716/187236.00e-048.41e-038
GO:00162263EsophagusHGINiron-sulfur cluster assembly10/258726/187231.60e-031.79e-0210
GO:00311633EsophagusHGINmetallo-sulfur cluster assembly10/258726/187231.60e-031.79e-0210
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:00067906EsophagusESCCsulfur compound metabolic process201/8552339/187232.64e-073.94e-06201
GO:005507617EsophagusESCCtransition metal ion homeostasis87/8552138/187232.85e-052.37e-0487
GO:001622611EsophagusESCCiron-sulfur cluster assembly21/855226/187232.69e-041.63e-0321
GO:003116311EsophagusESCCmetallo-sulfur cluster assembly21/855226/187232.69e-041.63e-0321
GO:009742811EsophagusESCCprotein maturation by iron-sulfur cluster transfer14/855216/187236.78e-043.56e-0314
GO:00469169EsophagusESCCcellular transition metal ion homeostasis70/8552115/187237.28e-043.79e-0370
GO:00550729EsophagusESCCiron ion homeostasis52/855285/187232.86e-031.21e-0252
GO:00516046LiverCirrhoticprotein maturation121/4634294/187233.54e-101.68e-08121
GO:000679011LiverCirrhoticsulfur compound metabolic process129/4634339/187233.06e-081.04e-06129
GO:00550766LiverCirrhotictransition metal ion homeostasis59/4634138/187232.59e-064.65e-0559
GO:00469164LiverCirrhoticcellular transition metal ion homeostasis48/4634115/187234.51e-055.30e-0448
GO:00550724LiverCirrhoticiron ion homeostasis35/463485/187236.22e-044.79e-0335
GO:00106111LiverCirrhoticregulation of cardiac muscle hypertrophy27/463469/187235.74e-032.88e-0227
GO:00068792LiverCirrhoticcellular iron ion homeostasis26/463467/187237.53e-033.57e-0226
GO:0014743LiverCirrhoticregulation of muscle hypertrophy27/463472/187231.10e-024.81e-0227
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
GLRX3SNVMissense_Mutationnovelc.414N>Tp.Lys138Asnp.K138NO76003protein_codingdeleterious(0.02)possibly_damaging(0.558)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GLRX3SNVMissense_Mutationrs373775553c.611A>Gp.Tyr204Cysp.Y204CO76003protein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A24Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
GLRX3SNVMissense_Mutationnovelc.694N>Ap.Ala232Thrp.A232TO76003protein_codingtolerated(0.33)benign(0.006)TCGA-VS-A9UJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
GLRX3SNVMissense_Mutationnovelc.576N>Cp.Lys192Asnp.K192NO76003protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GLRX3SNVMissense_Mutationnovelc.127N>Cp.Ala43Prop.A43PO76003protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AA-3980-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GLRX3SNVMissense_Mutationrs775786978c.341N>Ap.Arg114Glnp.R114QO76003protein_codingtolerated(0.22)benign(0.01)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GLRX3SNVMissense_Mutationc.997N>Ap.Gly333Argp.G333RO76003protein_codingdeleterious(0.02)benign(0.14)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
GLRX3SNVMissense_Mutationc.830A>Gp.Glu277Glyp.E277GO76003protein_codingtolerated(0.13)benign(0.005)TCGA-AA-A01V-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
GLRX3SNVMissense_Mutationc.464N>Cp.Gln155Prop.Q155PO76003protein_codingdeleterious(0.05)benign(0.334)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
GLRX3SNVMissense_Mutationrs188360612c.151G>Ap.Glu51Lysp.E51KO76003protein_codingtolerated(0.14)benign(0.219)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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